Do Feature Attribution Methods Correctly Attribute Features?
Yilun ZhouSerena BoothMarco Túlio RibeiroJulie ShahPublished in: AAAI (2022)
Keyphrases
- feature vectors
- predictive features
- feature set
- feature subset
- computational cost
- classification method
- low level
- preprocessing
- redundant features
- extracting features
- feature analysis
- benchmark datasets
- image features
- significant improvement
- spatial information
- binary features
- discriminatory power
- individual features
- feature weights
- single feature
- co occurrence
- feature space
- global features
- feature maps
- feature representation
- salient features
- classification models
- training data
- test images
- machine learning methods